{"paper":{"title":"Universal gravitational-wave signatures from heavy new physics in the electroweak sector","arxiv_id":"2010.00017","primary_cat":"hep-ph","submitted_at":"2020-09-30T18:00:02+00:00","version_compiled":"v2"},"notice":"Every quoted sentence is the authors' text from the arXiv listing abstract. Labels and probabilities are the outputs of classifier-1.13.0 on the question bank abstract-p1-20260923, exactly as returned. 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framework.","hedge":{"p":1.0,"label":"asserted"},"own_p":0.88,"main_claim_p":0.03,"quantitative":false,"quantitative_p":0.04,"role_probabilities":{"gap":0.0,"method":0.95,"result":0.0,"background":0.0,"limitation":0.0,"future_work":0.0,"contribution":0.05,"interpretation":0.0}},{"i":2,"p":1.0,"id":"s2","own":true,"role":"result","text":"We discover a universal relation between the mean bubble separation and the strength parameter of the phase transition, which holds for a wide range of new-physics contributions.","hedge":{"p":1.0,"label":"asserted"},"own_p":0.96,"main_claim_p":0.74,"quantitative":false,"quantitative_p":0.15,"role_probabilities":{"gap":0.0,"method":0.0,"result":1.0,"background":0.0,"limitation":0.0,"future_work":0.0,"contribution":0.0,"interpretation":0.0}},{"i":3,"p":0.98,"id":"s3","own":true,"role":"interpretation","text":"The ramifications of this result are three-fold: First, they constrain the gravitational-wave spectra resulting from heavy (TeV-scale) new physics.","hedge":{"p":0.97,"label":"asserted"},"own_p":0.79,"main_claim_p":0.26,"quantitative":false,"quantitative_p":0.27,"role_probabilities":{"gap":0.0,"method":0.0,"result":0.02,"background":0.0,"limitation":0.0,"future_work":0.0,"contribution":0.0,"interpretation":0.98}},{"i":4,"p":0.96,"id":"s4","own":true,"role":"interpretation","text":"Second, they contribute to distinguishing heavy from light new physics directly from the gravitational-wave signature.","hedge":{"p":0.87,"label":"asserted"},"own_p":0.73,"main_claim_p":0.16,"quantitative":false,"quantitative_p":0.38,"role_probabilities":{"gap":0.0,"method":0.0,"result":0.03,"background":0.0,"limitation":0.0,"future_work":0.0,"contribution":0.01,"interpretation":0.96}},{"i":5,"p":0.66,"id":"s5","own":false,"role":"interpretation","text":"Third, they suggest that a concerted effort of gravitational-wave observations together with collider experiments could be required to distinguish between different models of heavy new 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